mod reduce_i64; mod reduce_string; mod utils; use crate::utils::*; use orx_parallel::prelude::*; use std::sync::atomic::{AtomicUsize, Ordering}; #[test] fn par_map_par() { let vec = vec![1, 4, 2, 1, 5, 6]; let par = vec.into_par(); assert_eq!(par.params(), Params::default()); let par = par.map(|x| x + 1).chunk_size(64).num_threads(8); assert_eq!( par.params(), Params { chunk_size: 64.into(), num_threads: 8.into() } ); } #[test] fn par_map_auto_when_zero_num_threads() { let vec = vec![1, 4, 2, 1, 5, 6]; let par = vec.into_par().map(|x| x.to_string()).num_threads(0); assert_eq!(par.params().num_threads, NumThreads::Auto); } #[test] fn par_map_auto_when_zero_chunk_size() { let vec = vec![1, 4, 2, 1, 5, 6]; let par = vec.into_par().map(|x| x.to_string()).chunk_size(0); assert_eq!(par.params().chunk_size, ChunkSize::Auto); } #[test] fn par_map_map() { let iter = [1, 42, 2, 111, 5, 9876] .map(|x| x.to_string()) .into_iter() .skip(1); let par = iter.par(); let map = par.map(|x| x.len()).num_threads(2); let map = map.map(|x| x * 2).chunk_size(2); let result = map.collect_vec(); assert_eq!(result.as_slice(), &[4, 2, 6, 2, 8]); } #[test] fn par_map_fmap() { let iter = [1i64, 42, 2, 111, 5, 9876543210] .map(|x| x.to_string()) .into_iter() .skip(1); let par = iter.par(); let map = par.map(|x| x.len()).num_threads(2); let map = map.flat_map(|x| x.to_string().chars().collect::>()); let result = map.collect_vec(); assert_eq!(result.as_slice(), &['2', '1', '3', '1', '1', '0']); } #[test] fn par_map_fmap_option() { let iter = [1i64, 42, 2, 111, 5, 9876543210] .map(|x| x.to_string()) .into_iter() .skip(1); let par = iter.par(); let map = par.map(|x| x.len()).num_threads(2); let map = map.flat_map(|x| if x % 2 == 0 { Some(x) } else { None }); let result = map.collect_vec(); assert_eq!(result.as_slice(), &[2, 10]); } #[test] fn par_map_filter() { let iter = [11, 42, 2, 111, 5, 9876] .map(|x| x.to_string()) .into_iter() .skip(1); let par = iter.par(); let map = par.map(|x| x.len()).num_threads(2); let filter = map.filter(|x| x % 2 == 0).num_threads(2); let result = filter.collect_vec(); assert_eq!(result.as_slice(), [2, 4]); } #[test] fn par_map_filtermap() { let iter = [11, 42, 2, 111, 5, 9876] .map(|x| x.to_string()) .into_iter() .skip(1); let par = iter.par(); let map = par.map(|x| x.len()).num_threads(2); let filter = map.filter_map(|x| ok_if(x, |x| x % 2 == 0)).num_threads(2); let result = filter.collect_vec(); assert_eq!(result.as_slice(), [2, 4]); } // collect #[test] fn par_map_collect() { fn test(num_threads: usize, chunk_size: usize) { let iter = (54..5648).collect::>().into_par(); let map = iter .map(|x| x * 2) .num_threads(num_threads) .chunk_size(chunk_size); let result = map.collect(); assert_eq!(result.len(), 5648 - 54); for i in 54..5648 { assert_eq!(result.get(i - 54).cloned(), Some(i * 2)); } } test_different_params(test) } #[test] fn par_map_collect_vec() { fn test(num_threads: usize, chunk_size: usize) { let iter = (54..5648).collect::>().into_iter().take(10000).par(); let map = iter .map(|x| x * 2) .num_threads(num_threads) .chunk_size(chunk_size); let result = map.collect_vec(); assert_eq!(result.len(), 5648 - 54); for i in 54..5648 { assert_eq!(result.get(i - 54).cloned(), Some(i * 2)); } } test_different_params(test) } #[test] fn par_map_collect_into() { fn test(num_threads: usize, chunk_size: usize) { let iter = (54..5648).collect::>().into_par(); let map = iter .map(|x| x * 2) .num_threads(num_threads) .chunk_size(chunk_size); let result1 = map.collect_into(SplitVec::new()); assert_eq!(result1.len(), 5648 - 54); for i in 54..5648 { assert_eq!(result1.get(i - 54).cloned(), Some(i * 2)); } let iter = (5648..6000).collect::>().into_par(); let map = iter .map(|x| x * 2) .num_threads(num_threads) .chunk_size(chunk_size); let result2 = map.collect_into(result1); assert_eq!(result2.len(), 6000 - 54); for i in 54..6000 { assert_eq!(result2.get(i - 54).cloned(), Some(i * 2)); } } test_different_params(test) } #[test] fn par_map_collect_into_vec() { fn test(num_threads: usize, chunk_size: usize) { let iter = (54..5648).collect::>().into_par(); let map = iter .map(|x| x * 2) .num_threads(num_threads) .chunk_size(chunk_size); let result1 = map.collect_into(vec![]); assert_eq!(result1.len(), 5648 - 54); for i in 54..5648 { assert_eq!(result1.get(i - 54).cloned(), Some(i * 2)); } let iter = (5648..6000).collect::>().into_par(); let map = iter .map(|x| x * 2) .num_threads(num_threads) .chunk_size(chunk_size); let result2 = map.collect_into(result1); assert_eq!(result2.len(), 6000 - 54); for i in 54..6000 { assert_eq!(result2.get(i - 54).cloned(), Some(i * 2)); } } test_different_params(test) } #[test] fn par_map_collect_into_fixed_capacity_does_not_panic() { let vec = (54..5648).collect::>(); let iter = vec.into_iter().take(10000).filter(|x| x < &50000).par(); let map = iter.map(|x| x * 2).num_threads(2).chunk_size(64); let _ = map.collect_into(FixedVec::new(5648 - 54 - 1)); } #[test] fn par_map_collect_into_split_capacity_does_not_panic() { let vec = (54..5648).collect::>(); let iter = vec.into_iter().take(10000).filter(|x| x < &87544).par(); let map = iter.map(|x| x * 2).num_threads(2).chunk_size(64); let _ = map.collect_into(SplitVec::new()); } // count #[test] fn par_map_count() { fn test(num_threads: usize, chunk_size: usize) { let par = (13..4785).par(); let par = par.map(|x| x * 3); let par = par.num_threads(num_threads).chunk_size(chunk_size); assert_eq!(par.count(), 4785 - 13); } test_different_params(test) } #[test] fn par_map_foreach() { fn test(num_threads: usize, chunk_size: usize) { let par = (13..4785).par(); let par = par.map(|x| x + 7); let par = par.num_threads(num_threads).chunk_size(chunk_size); let count = AtomicUsize::new(0); par.for_each(|x| { count.fetch_add(x, Ordering::AcqRel); }); assert_eq!( count.load(Ordering::Relaxed), (13..4785).map(|x| x + 7).sum() ); } test_different_params(test) } #[test] fn par_map_all_any() { fn test(num_threads: usize, chunk_size: usize) { let par = || { (13..4785) .par() .map(|x| x + 7) .num_threads(num_threads) .chunk_size(chunk_size) }; assert!(par().all(|x| x >= &20)); assert!(!par().all(|x| *x <= 4788)); assert!(par().any(|x| *x > 3333)); assert!(!par().any(|x| x < &20)); } test_different_params(test) } // find #[test] fn par_map_next() { fn test(num_threads: usize, chunk_size: usize) { let par = (13..4785).par(); let par = par.map(|x| x * 3); let par = par.num_threads(num_threads).chunk_size(chunk_size); assert_eq!(par.first_with_index(), Some((0, 13 * 3))); } test_different_params(test); fn test_empty(num_threads: usize, chunk_size: usize) { let par = (0..0).par(); let par = par.map(|x| x * 3); let par = par.num_threads(num_threads).chunk_size(chunk_size); assert_eq!(par.first_with_index(), None); } test_different_params(test_empty); } #[test] fn par_map_find() { fn test(num_threads: usize, chunk_size: usize) { let par = (13..4785).par(); let par = par.map(|x| x * 3); let par = par.num_threads(num_threads).chunk_size(chunk_size); assert_eq!(par.find_with_index(|x| x >= &40), Some((14 - 13, 42))); } test_different_params(test); fn test_empty(num_threads: usize, chunk_size: usize) { let par = (13..4785).par(); let par = par.map(|x| x / 3); let par = par.num_threads(num_threads).chunk_size(chunk_size); assert_eq!(par.find_with_index(|x| x % 13333 == 0), None); } test_different_params(test_empty); } // reduce #[test] fn par_map_reduce_i64() { fn test(len: usize, num_threads: usize, chunk_size: usize) { let data = || { (0..len) .map(|x| x as i64) .map(|x| x * 2 + 1) .collect::>() .into_par() .num_threads(num_threads) .chunk_size(chunk_size) .map(|x| x - 1) .num_threads(num_threads) .map(|x| x / 2) }; reduce_i64::reduce(data(), len); reduce_i64::sum(data(), len); reduce_i64::min(data(), len); reduce_i64::max(data(), len); reduce_i64::min_by(data(), len); reduce_i64::max_by(data(), len); reduce_i64::min_by_key(data(), len); reduce_i64::max_by_key(data(), len); } test_reduce(test) } #[test] fn par_map_reduce_string() { fn test(len: usize, num_threads: usize, chunk_size: usize) { let data = || { (0..len) .map(|x| x as i64) .collect::>() .into_par() .num_threads(num_threads) .map(|x| x.to_string()) .chunk_size(chunk_size) }; reduce_string::reduce(data(), len); reduce_string::min(data(), len); reduce_string::max(data(), len); reduce_string::min_by(data(), len); reduce_string::max_by(data(), len); reduce_string::min_by_key(data(), len); reduce_string::max_by_key(data(), len); } test_reduce(test) }